Awesome Data Science Interview Resources
A list of links with data science interview questions and other userful resources.
Contributions are welcome!
Questions and answers
- This repository: https://ds-interviews.org
- Data science interview questions and answers by iamtodor
- 120+ data science interview questions by kojino
- 40 Interview Questions asked at Startups in Machine Learning / Data Science
- The Most Comprehensive Data Science & Machine Learning Interview Guide You’ll Ever Need
- Data Science Recruitment Challenges - take-home assignments for data science positions
- Latest Data Science Interview Questions - Complete Interview Guide
- Daily Machine Learning Questions - One machine learning question every day with answers, explanations, references.
- The toughest data science interview - a post on LinkedIn
- Data Science Interview Questions from ITShared - from 2015, but many of them are still valid
Other useful links
- Getting a Data Science Job: Video, Slides
- How does a technical screening for data science positions look like? - a post on LinkedIn
- How to prepare for Research Engineer (ML) interview? - a post on LinkedIn
- How to prepare for a data science interview? - 100+ answers on Quora
- How to Get a Data Science Job: A Ridiculously Specific Guide
- How to Succeed in A Data Science Interview
- Machine Learning Systems Design
- I interviewed at five top companies in Silicon Valley in five days, and luckily got five job offers
- Navigating working with other teams